The rise of AI has led to the creation of Artificial General Intelligence (AGI), an AI type that can perform diverse tasks, resembling human intelligence. Initially, AGI or “strong AI” was the idea of AI before “narrow AI” through machine and deep learning. AGI has the potential to revolutionize various industries and is portrayed in pop culture as AI seen in science fiction, such as Data from Star Trek, who possesses human-like intelligence and abilities.
The technology industry in Silicon Valley is heavily invested in finding innovative ways to simplify our lives using cutting-edge advancements like Auto-GPT and Chat-GPT, a state-of-the-art technology that they are particularly excited about.
Auto-GPT And Chat-GPT: What Are They?
Auto-GPT is an experimental open-source app that utilizes OpenAI’s latest AI models, GPT-3.5 and GPT-4, to perform autonomous tasks online. It can interact with various apps, software, and services and is capable of developing advertising strategies and building basic websites to achieve users’ desired outcomes. Auto-GPT is considered as the first glimpse of Artificial General Intelligence in Information Technology.
On the other hand, Chat-GPT is an AI-powered tool for human-like conversations, answering questions, and assisting with tasks like writing emails, essays, and code. Its advanced capabilities make it a valuable tool for simplifying work and effective communication. There are many use cases we already witnessed where Chat-GPT helps businesses with its ability and limitations.
So, here is the difference between Auto-GPT and Chat-GPT, compiled by Team Intellinez, to better understand how these technologies can help you boost productivity and simplify complex tasks for you.
Technological Difference: Auto-GPT And Chat-GPT
Auto-GPT and Chat-GPT share the same GPT API, but they have technical differences. Auto-GPT operates without human intervention, unlike Chat-GPT, which requires detailed prompts. Auto-GPT is powered by GPT-4, can make independent decisions, and requires programming knowledge. In contrast, Chat-GPT is internet-accessible.
Auto-GPT, an open-source project, aims to make GPT-4 completely self-governing and has gained worldwide recognition. According to its GitHub page, Auto-GPT is an experimental application that demonstrates the potential of the GPT-4 language model.
Using LLM “thoughts”, the program can autonomously accomplish any objective set by the user, as GPT-4 powers it. Auto-GPT is a groundbreaking example of GPT-4 running entirely on its own, demonstrating the cutting-edge possibilities of AI.
Chat-GPT is a generative language model based on the transformer architecture that can perform natural language processing tasks effectively. To work, GPT-3 requires training on a large amount of text.
Reinforcement learning based on human feedback was used for training, and the reward model was created by collecting comparison data and adjusting it using Proximal Policy Optimization.
GPT can be used to generate appropriate and coherent responses in chatbots or other applications. The model was trained on a Microsoft Azure platform on a supercomputer and was provided with input in the form of text to generate responses.
Functionality: Auto-GPT vs Chat-GPT
Auto-GPT uses AI agents to perform tasks based on predefined goals, while Chat-GPT generates responses using text data.
Auto-GPT is a technology that combines GPT with AI agents, which are programmed to perform specific tasks based on predefined goals and rules. These AI agents work on the principle of limited access, similar to a personal assistant.
While an AI agent can search for information with internet access, it cannot make purchases on your behalf unless it has access to your credit card. Auto-GPT prompts for permission after each step to ensure that the project proceeds as per the user’s expectations.
The technology pairs GPT with a companion robot that receives instructions from the user and uses GPT and APIs to carry out necessary steps.
In order to train Chat-GPT, a vast collection of text, such as articles or conversations, is provided to the model. The model uses this data to understand the patterns and structure of language.
Once the training is complete, the model can produce its own text based on a given prompt or topic. For example, if you inquire about the weather, Chat-GPT can respond with “Today’s forecast is sunny and warm, with a high of 75 degrees.”
The model’s ability to generate this response stems from its knowledge of weather patterns and natural language descriptions.
Capability: Auto-GPT vs Chat-GPT
Auto-GPT is a versatile self-improving AI tool that runs GPT-4 independently. Chat-GPT applies to customer service, marketing, education, and gaming.
Auto-GPT is a multifaceted AI tool that provides internet access for information gathering and storage. It can read, write, and execute code, making it capable of improving its own programming. It can achieve any goal you set and run GPT-4 independently. With self-prompting abilities, it can generate and complete tasks based on a goal. Auto-GPT manages both long-term and short-term memory and offers file summarization using GPT. It is a powerful and adaptable AI tool designed to transform the way information is accessed.
On Twitter, Jon Miller (@botzero_net) showcased Auto-GPT’s capabilities by challenging it to create a generative art prompt that evokes fear in humans. Auto-GPT autonomously generated the artwork, which Miller shared on Twitter.
AgentGPT Generated Prompt:
Imagine a deserted graveyard at the stroke of midnight. The moon is full, and its eerie light casts long shadows across the tombstones. Suddenly, a portal to the underworld opens up, and out crawls a horde of the undead – zombies, skeletons, and all… pic.twitter.com/5UNUNkcdSn
— Jon Miller (@botzero_net) April 15, 2023
Chat-GPT has various applications in industries such as customer service, marketing, education, search engines, personal assistant, language translation, content creation, personal growth, e-commerce, HR, healthcare, finance, and gaming.
It can be used to provide 24/7 customer support, create personalized content, simulate real-world conversations, improve search queries, manage schedules, offer mental health support, recommend products, schedule interviews, provide medical information, assist with financial tasks, and offer gaming assistance.
The possibilities are endless, and we can expect more innovative uses in the future as AI technology advances.
Who Can Access Auto-GPT And Chat-GPT?
Auto-GPT needs Python 3.8, API keys, and technical steps. Chat-GPT can be accessed via the official website.
Auto-GPT is a free tool that anyone can use. But, it takes some time and patience to install. Unlike Chat-GPT, which is easy to access, Auto-GPT requires you to have Python 3.8, an OpenAI API key, a PINECONE API key, and an ElevenLabs Key. After that, you’ll need to follow some technical steps. To learn more about how to run Auto-GPT, follow the instructions on the official GitHub post.
If you’re curious about how to log in to Chat-GPT, a popular app designed by OpenAI, here’s a step-by-step guide. To access Chat-GPT, you’ll need to visit the website at chat.openai.com and create an account. The great thing about Chat-GPT is that it’s user-friendly and can be used by anyone, regardless of age. However, at this time, there’s no app version available, so you’ll need to sign up through the OpenAI website to start using it.
Practical Examples of Auto-GPT Functionalities
Auto-GPT is a new AI tool with internet access, memory, and coding capabilities that can generate human-like text, summarize large text bodies, answer questions, translate languages, and more.
Its potential applications include chatbots, virtual assistants, language learning tools, marketing research, content creation, and software development. Despite being in its early stages, Auto-GPT has shown promise in various fields. This article explores five of its notable applications.
Auto-GPT Can Self-Enhance Brilliance
Auto-GPT’s ability to improve its own programming is a noteworthy application. The AI can read, write, and execute code, allowing it to evaluate, test, and update code for improved speed, reliability, and efficiency. In a recent tweet, the developer of Auto-GPT shared a video of the tool correcting a syntax error in a maths function. Although the correction was simple, it would have taken a human much longer to fix in a codebase with hundreds or thousands of lines. Auto-GPT’s self-enhancement capabilities hold great promise for the future of AI. See an example of Auto-GPT writing its own code below:
2. The Do-Anything Machine
This is a Todo list that does itself.
Yes, you read that right.
You put a task on the list, and it’ll spawn a GPT-4 agent to do it. https://t.co/a62Z9ZlAgL
— Gaurav (@agarwal__gaurav) April 17, 2023
Auto-GPT Aims To Develop Innovative Apps
Another significant application of Auto-GPT is in the field of app development. During a demonstration, Auto-GPT detected that Varun Mayya did not have the Node.js runtime environment necessary to build an app. The tool then searched for instructions to install the required software, downloaded and extracted the necessary files, and started a Node server to proceed with the task. Although Auto-GPT made the installation process seamless, Mayya warned that individuals should have programming knowledge before relying solely on AI for coding, as errors can still occur. You can see the entire process on Twitter:
autogpt was trying to create an app for me, recognized I don’t have Node, googled how to install Node, found a stackoverflow article with link, downloaded it, extracted it, and then spawned the server for me.
My contribution? I watched. pic.twitter.com/2QthbTzTGP
— Varun Mayya (@VarunMayya) April 6, 2023
Auto-GPT Excels In Market Research
Another significant application of Auto-GPT is in the field of market research. With its ability to access the internet, remember details, and stay focused on the task, Auto-GPT can be a valuable tool for conducting primary market research. In a tweet shared by Nicolas Boucher, Auto-GPT analyzed the golf ball market by conducting a hypothetical competitor analysis. The tool evaluated the main competitors based on factors such as market share, pricing strategies, and product offerings. Additionally, Auto-GPT verified the credibility of its sources. While it is advisable to verify the results of AI-generated research, Auto-GPT can provide a convenient starting point for conducting market research. You can view the example here:
4. Regulatory updates
Ask to get updates about regulation changes from your industry. pic.twitter.com/RYcDGTBBwd
— Nicolas Boucher (@BoucherNicolas) April 12, 2023
Auto-GPT Reflects On Life’s Big Questions
Auto-GPT’s fourth notable application is to ponder deep philosophical questions, as demonstrated by loopuleasa’s recent challenge to the tool to answer the question “What is life?” Auto-GPT searched through 660k characters of articles and Wiki topics and provided a response after an hour and a cost of a dollar. While it did not provide a definitive answer, it referred to different perspectives from various disciplines, such as biology, philosophy, and physics, to suggest that each field has its perspective. If interested, you can read Auto-GPT’s response on Twitter.
I gave Auto-GPT one big question:
What is life?
Dollar cost: Around 1$ in API costs
Time cost: Around 1hour of self-prompting
Model used:GPT3.5 (no GPT4 access yet)
Articles read: Around 660k characters of articles and wikis read
The answer it gave: pic.twitter.com/y7zQsT5HJR
— l̴o̴o̴p̴u̴l̴e̴a̴s̴a̴ (@loopuleasa) April 14, 2023
Auto-GPT Simplifies Gmail And Calendar Integration
Auto-GPT is a useful tool for integrating with Gmail and Google Calendar, and its application is especially notable in this regard. Through the GitHub project Email Assistant, which is powered by an early version of Auto-GPT, users can input commands into Gmail compose windows that the AI can process. The available commands include adding events to the calendar, creating to-do lists, and simplifying daily tasks by reducing clicks. Additionally, if you require assistance with creating a podcast, Auto-GPT can also help.
4. 3 AutoGPT Examples That’ll Leave You Speechless.
Greg does a great job going through and illustrating just how strong AutoGPT can be. https://t.co/n3aEjfC7xQ
— Gaurav (@agarwal__gaurav) April 17, 2023
Is Auto-GPT The Future of AI Technology?
Auto-GPT is currently an experimental project, so it may be a while before it becomes commonly used. Nonetheless, the potential of this technology for practical purposes, such as creating podcasts, analyzing investments, and planning events, is immense.
The future prospects of Auto-GPT are quite promising, particularly with the continual advancements in AI technology. As AI agents gain the ability to make decisions autonomously, they can aid individuals and businesses in optimizing their operations and achieving their objectives with greater efficiency.
While some are concerned about Chat-GPT, the emergence of autonomous AI agents like Auto-GPT demonstrates the vast potential of OpenAI products. Developed by independent developers, these experimental technologies can accomplish human-level tasks. Auto-GPT could potentially reduce the need for human employees, allowing one person to assign tasks to AI agents, and even replace human management with AI agents.
Contact Team Intellinez To Learn More About Auto-GPT
Auto-GPT is currently in the experimental phase and can only be practically deployed by those with programming skills. As the technology continues to evolve, there is a strong potential for Auto-GPT to revolutionize various industries with its autonomous AI capabilities, making it an exciting development to keep an eye on for the future. Contact Team Intellinez to learn more on how it can transform your business.